Data Science Leaders Mastering the Rare Art of ML Deployment
6 snips
Jan 31, 2024 Eric Siegel discusses the challenges of ML deployment and the importance of the BizML framework. He compares BizML to the CRISP-DM framework and highlights the shift towards real-time decision-making. The value of data engineering, leveraging humor in teaching, and the use of generative models are also explored.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
Challenges and Solutions in ML Deployment
02:26 • 12min
Comparison between Bisml and CRISP-DM frameworks and the importance of prediction in machine learning
14:19 • 2min
Shifting from Data Analysis to Real-time Decision-making
16:30 • 12min
Data Engineering Value and Leveraging Humor in Teaching
28:11 • 4min
Exploring the Use of Generative Models in Educational and Entertaining Content
32:40 • 3min